Deep-Learning
ROPE: Radio Optical Predictive Embeddings
In progress - MS thesis project on building a deep learning based pipeline for cross matching radio and optical galaxies.
SEA: Shared Embeddings for Astrophysics
In progress - learning a common embedding space across galaxy images, text, and spectra using contrastive learning.
DeepAR: Atmospheric River Segmentation
In progress - adapting SAM-2 to segment atmospheric rivers and study them in climate model data.